Statistical Learning

Catalog description

Spring. A survey of statistical methods for supervised and unsupervised learning tasks including linear regression, classification, nonparametric regression, tree-based methods, classification methods, and principal component analysis. Resampling methods for assessing goodness of fit and subset selection procedures.